NetSuite · 4 months ago
Senior Applied Scientist - Oracle Health
United States
Full-time
Remote
Mid, Senior Level
$98K/yr - $200K/yr
3+ years expNetSuite, a part of Oracle, is looking for a Senior Applied Scientist to join their Oracle Health & AI team. This role focuses on developing Generative AI-powered solutions for healthcare and enterprise customers, emphasizing Large Language Models and AI strategy.
Cloud ComputingComputerCRMiOSSaaSSoftware
Responsibilities
Collaborate with product managers to translate business and product requirements into AI projects
Collaborate with fellow technical leaders to ensure the successful and timely delivery of models and integration of services
Coordinate with multinational teams to drive projects from research POC to production
Develop new healthcare and enterprise services and features leveraging recent advances in generative AI, machine learning and deep learning
Design and review the architecture of AI solutions, including data, model, training, and evaluation, employing best practices
Lead and mentor both junior and senior applied scientists
Develop production code and advocate for the best coding and engineering practices
Participate in project planning, review, and retrospective sessions
Identify and mitigate risks in our plans and executions, especially at the intersection of business and engineering
Identify data science use cases and design scalable solutions that can be built as a feature of the product/service
Contributes to writing production model code
Work with Software Engineering teams to deploy them in production
Set up environment needed to run experiments for all projects
Set up distributed environments
Design and implement algorithms, train models, and deploy both to production to validate premises and achieve goals
Design and execute offline/online experiments and model performance testing
Work with large, complex data sets
Solve difficult, non-routine analysis problems, applying advanced analytical methods as needed
Address business/customer problems and questions using statistical and machine learning techniques to achieve business goals and KPI's
Come up with innovative solutions to address tradeoffs or challenges faced by team
Stay up-to date with research and trends regarding latest algorithms in ML or other industry/domain space
Perform research in emerging areas, which may include efficient neural network development including quantization, pruning, compression and neural architecture search, as well as novel differentiable compute primitives
May perform other duties as assigned
Qualification
Required
Demonstrated experience in designing and implementing scalable AI models for production
Deep technical understanding of Machine Learning, Deep Learning architectures like Transformers, training methods, and optimizers
Practical experience with the latest technologies in LLM and generative AI, such as parameter-efficient fine-tuning, instruction fine-tuning, and advanced prompt engineering techniques like Tree-of-Thoughts
Hands-on experience with emerging LLM frameworks and plugins, such as LangChain, LlamaIndex, VectorStores and Retrievers, LLM Cache, LLMOps (MLFlow), LMQL, Guidance, etc
Proven experience in designing data collection/annotation solutions and systematic evaluation necessary for developing and maintaining production systems
Commitment to staying up-to-date with the field and applying academic advances to solve complex business problems, and bringing them into production
Strong publication record, including as a lead author or reviewer, in top-tier journals or conferences
Experienced leading senior scientists and early-career scientists
Preferred
Knowledge of healthcare and experience delivering healthcare AI models are a significant plus
Familiarity and experience with the latest advancements in computer vision and multimodal modeling is a plus
Benefits
Medical, dental, and vision insurance, including expert medical opinion
Short term disability and long term disability
Life insurance and AD&D
Supplemental life insurance (Employee/Spouse/Child)
Health care and dependent care Flexible Spending Accounts
Pre-tax commuter and parking benefits
401(k) Savings and Investment Plan with company match
Paid time off: Flexible Vacation is provided to all eligible employees assigned to a salaried (non-overtime eligible) position. Accrued Vacation is provided to all other employees eligible for vacation benefits. For employees working at least 35 hours per week, the vacation accrual rate is 13 days annually for the first three years of employment and 18 days annually for subsequent years of employment. Vacation accrual is prorated for employees working between 20 and 34 hours per week. Employees working fewer than 20 hours per week are not eligible for vacation.
11 paid holidays
Paid sick leave: 72 hours of paid sick leave upon date of hire. Refreshes each calendar year. Unused balance will carry over each year up to a maximum cap of 112 hours.
Paid parental leave
Adoption assistance
Employee Stock Purchase Plan
Financial planning and group legal
Voluntary benefits including auto, homeowner and pet insurance
Company
NetSuite
NetSuite is cloud computing company dedicated to delivering business applications over the internet.
Founded in 1998Redwood Shores, California, USA
10001+ employees
Funding
Current Stage
Public CompanyTotal Funding
$157.79MKey Investors
Meritech Capital PartnersTako VenturesStarVest Partners
2016-07-28Acquired
2007-12-20IPO
2007-02-05Secondary Market· $17.87M
Leadership Team
Brian Chess
SVP Technology and AI
E
Eli Johnson
Vice President, Global Sales Productivity
Recent News
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